import numpy as np

X = np.array(
    [
        [
            110,
            2,
            2,
            180,
            1.5,
            10.5,
            10,
            70,
        ],
        [
            110,
            6,
            2,
            290,
            2,
            17,
            1,
            105,
        ],
        [
            110,
            1,
            1,
            180,
            0,
            12,
            13,
            55,
        ],
        [
            110,
            1,
            1,
            180,
            0,
            12,
            13,
            65,
        ],
        [
            110,
            1,
            1,
            280,
            0,
            15,
            9,
            45,
        ],
        [
            110,
            3,
            1,
            250,
            1.5,
            11.5,
            10,
            90,
        ],
        [
            110,
            2,
            1,
            260,
            0,
            21,
            3,
            40,
        ],
        [
            110,
            2,
            1,
            180,
            0,
            12,
            12,
            55,
        ],
        [
            100,
            2,
            1,
            220,
            2,
            15,
            6,
            90,
        ],
        [
            130,
            3,
            2,
            170,
            1.5,
            13.5,
            10,
            120,
        ],
        [
            100,
            3,
            2,
            140,
            2.5,
            10.5,
            8,
            140,
        ],
        [
            110,
            2,
            1,
            200,
            0,
            21,
            3,
            35,
        ],
        [
            140,
            3,
            1,
            190,
            4,
            15,
            14,
            230,
        ],
        [
            100,
            3,
            1,
            200,
            3,
            16,
            3,
            110,
        ],
        [
            110,
            1,
            1,
            140,
            0,
            13,
            12,
            25,
        ],
        [
            100,
            3,
            1,
            200,
            3,
            17,
            3,
            110,
        ],
        [
            110,
            2,
            1,
            200,
            1,
            16,
            8,
            60,
        ],
        [
            70,
            4,
            1,
            260,
            9,
            7,
            5,
            320,
        ],
        [
            110,
            2,
            0,
            125,
            1,
            11,
            14,
            30,
        ],
        [
            100,
            2,
            0,
            290,
            1,
            21,
            2,
            35,
        ],
        [
            110,
            1,
            0,
            90,
            1,
            13,
            12,
            20,
        ],
        [
            110,
            3,
            3,
            140,
            4,
            10,
            7,
            160,
        ],
        [
            110,
            2,
            0,
            220,
            1,
            21,
            3,
            30,
        ],
        [
            110,
            2,
            1,
            125,
            1,
            11,
            13,
            30,
        ],
        [
            110,
            1,
            0,
            200,
            1,
            14,
            11,
            25,
        ],
        [
            100,
            3,
            0,
            0,
            3,
            14,
            7,
            100,
        ],
        [
            120,
            3,
            0,
            240,
            5,
            14,
            12,
            190,
        ],
        [
            110,
            2,
            1,
            170,
            1,
            17,
            6,
            60,
        ],
        [
            160,
            3,
            2,
            150,
            3,
            17,
            13,
            160,
        ],
        [
            120,
            2,
            1,
            190,
            0,
            15,
            9,
            40,
        ],
        [
            140,
            3,
            2,
            220,
            3,
            21,
            7,
            130,
        ],
        [
            90,
            3,
            0,
            170,
            3,
            18,
            2,
            90,
        ],
        [
            100,
            3,
            0,
            320,
            1,
            20,
            3,
            45,
        ],
        [
            120,
            3,
            1,
            210,
            5,
            14,
            12,
            240,
        ],
        [
            110,
            2,
            0,
            290,
            0,
            22,
            3,
            35,
        ],
        [
            110,
            2,
            1,
            70,
            1,
            9,
            15,
            40,
        ],
        [
            110,
            6,
            0,
            230,
            1,
            16,
            3,
            55,
        ],
        [
            120,
            1,
            2,
            220,
            0,
            12,
            12,
            35,
        ],
        [
            120,
            1,
            2,
            220,
            1,
            12,
            11,
            45,
        ],
        [
            100,
            4,
            2,
            150,
            2,
            12,
            6,
            95,
        ],
        [
            50,
            1,
            0,
            0,
            0,
            13,
            0,
            15,
        ],
        [
            50,
            2,
            0,
            0,
            1,
            10,
            0,
            50,
        ],
        [
            100,
            5,
            2,
            0,
            2.7,
            1,
            1,
            110,
        ],
    ]
)
y = np.array(
    [
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        0,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        1,
        2,
        2,
        2,
        2,
        2,
        2,
    ]
)
